{"id":"W4400578144","doi":"10.53131/vo2724-587x2024_0","title":"IL PROGETTO PRIN2017 “PEOPLES OF THE MIDDLE SEA”:INNOVAZIONI E INVENZIONI PER TRACCIARE I PERCORSI DI INTEGRAZIONE DELLE CULTURE MEDITERRANEE","year":2024,"lang":"it","type":"article","venue":"Vicino Oriente","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005383662,0.0006449791,0.0006881114,0.0003713694,0.001497,0.00015223,0.0009010729,0.0004107005,0.00373406],"category_scores_gemma":[0.0001307521,0.0004230249,0.0006159357,0.000360123,0.002774829,0.0004909066,0.0004162021,0.001403899,0.0005747968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163992,"about_ca_system_score_gemma":0.0005739814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002653839,"about_ca_topic_score_gemma":0.002700641,"domain_scores_codex":[0.9963505,0.000274842,0.0009054025,0.0008599289,0.0008228557,0.0007865322],"domain_scores_gemma":[0.9980505,0.0001570401,0.000308323,0.0008636303,0.0004088335,0.0002116784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002221262,0.0005014241,0.003497857,0.002168869,0.0004020259,0.00009869134,0.6932247,0.00001126135,0.000628218,0.1771408,0.1202839,0.001820043],"study_design_scores_gemma":[0.0005850762,0.0003867014,0.001986271,0.002379606,0.0003662651,0.00007898302,0.02578027,0.0005319371,0.0005097361,0.0005641737,0.9663106,0.0005204486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491395,0.05318616,0.0002099352,0.00922247,0.04011955,0.00206064,0.001316534,0.0004253494,0.04431993],"genre_scores_gemma":[0.8898844,0.001151523,0.00004758678,0.0006403545,0.002475164,0.00006590316,0.000181679,0.00008858229,0.1054649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8460266,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612192003710793,"score_gpt":0.2313637101630346,"score_spread":0.1952417901259267,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}